Satyam Kumar (Satyam K.) — SatyamaxxingSatyam K.

Problem — Small teams end up stitching together five disconnected tools — losing context the moment work crosses boundaries between chat, task management, and documentation.

Solution — KaryaLaya brings workspaces, real-time tasks with drag-and-drop boards, and team discussions into one authenticated, high-performance environment with multi-tenant database isolation.

Problem — Resolving millions of entity records across three disparate data sources is crippled by inconsistent corporate names, non-standard addresses, abbreviations, and incomplete information.

Solution — Engineered an entity-resolution pipeline utilizing 11 candidate blocking strategies and signature pruning, achieving a verified 0.99284 F₀.₅ score on validated records.

Problem — Remote engagements suffer from trust gaps, arbitrary milestone disputes, unverifiable proof of contribution, and opaque escrow lock-ins.

Solution — Built an escrow platform backed by an append-only SHA-256 proof ledger, strict integer balance conservation, and a deterministic Rehearsal Engine for breach simulations.

Problem — Maintaining data consistency across partitions without degrading low-latency read throughput.

Solution — Custom implementation of Raft consensus protocol with asynchronous gossip-based failure detection.